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Macroeconomic variables for predicting bear stock markets of Taiwan and China
by
Chang, Tzu-Pu
, Lai, Huei-Hwa
, Duong, Tran Van Phuong
, Lin, Szu-Hsien
in
Balance of payments
/ Bear markets
/ Currency
/ Economic activity
/ Economic conditions
/ Economic growth
/ Emerging markets
/ Exchange (Economics)
/ Foreign exchange
/ Foreign exchange markets
/ Foreign exchange rates
/ GDP
/ Gross Domestic Product
/ Hypotheses
/ Industrial production
/ Industrialized nations
/ Inflation
/ Inflation rates
/ Interest rates
/ Literature reviews
/ Macroeconomics
/ Market timing
/ Monetary policy
/ Money
/ Payments
/ Rates of return
/ Recessions
/ Regression analysis
/ Securities markets
/ Stock exchanges
/ Unemployment
/ Usefulness
/ Variables
2023
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Macroeconomic variables for predicting bear stock markets of Taiwan and China
by
Chang, Tzu-Pu
, Lai, Huei-Hwa
, Duong, Tran Van Phuong
, Lin, Szu-Hsien
in
Balance of payments
/ Bear markets
/ Currency
/ Economic activity
/ Economic conditions
/ Economic growth
/ Emerging markets
/ Exchange (Economics)
/ Foreign exchange
/ Foreign exchange markets
/ Foreign exchange rates
/ GDP
/ Gross Domestic Product
/ Hypotheses
/ Industrial production
/ Industrialized nations
/ Inflation
/ Inflation rates
/ Interest rates
/ Literature reviews
/ Macroeconomics
/ Market timing
/ Monetary policy
/ Money
/ Payments
/ Rates of return
/ Recessions
/ Regression analysis
/ Securities markets
/ Stock exchanges
/ Unemployment
/ Usefulness
/ Variables
2023
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Do you wish to request the book?
Macroeconomic variables for predicting bear stock markets of Taiwan and China
by
Chang, Tzu-Pu
, Lai, Huei-Hwa
, Duong, Tran Van Phuong
, Lin, Szu-Hsien
in
Balance of payments
/ Bear markets
/ Currency
/ Economic activity
/ Economic conditions
/ Economic growth
/ Emerging markets
/ Exchange (Economics)
/ Foreign exchange
/ Foreign exchange markets
/ Foreign exchange rates
/ GDP
/ Gross Domestic Product
/ Hypotheses
/ Industrial production
/ Industrialized nations
/ Inflation
/ Inflation rates
/ Interest rates
/ Literature reviews
/ Macroeconomics
/ Market timing
/ Monetary policy
/ Money
/ Payments
/ Rates of return
/ Recessions
/ Regression analysis
/ Securities markets
/ Stock exchanges
/ Unemployment
/ Usefulness
/ Variables
2023
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Macroeconomic variables for predicting bear stock markets of Taiwan and China
Journal Article
Macroeconomic variables for predicting bear stock markets of Taiwan and China
2023
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Overview
PurposeThis research examines how macroeconomic variables can precisely predict bull/bear stock markets in China and Taiwan.Design/methodology/approachThis paper adopts a two-state Markov switching model to characterize the bull and bear markets spanning from 1994 to 2019 and then conduct a bear stock market predictability test by running regressions between the filtered probabilities of bear markets and a series of macroeconomic variables in turn at different horizons of 1, 3, 6, 12 and 24 months.FindingsThis paper shows that inflation rates, changes in real exchange rates, and foreign currency reserve growth are key predictors of bear markets in China, while term spreads, unemployment rates and foreign reserve growth are major factors that can predict bear markets in Taiwan. Remarkably, industrial production growth does not have predictive power for bear markets, which may suggest emerging markets are driven by fund flows rather than real economic activities. Besides, the impact directions of foreign currency reserve growth are opposite, which may be due to different proportions of the financial accounts in their balance of payments.Practical implicationsIn practical respect, this paper provides market participants the usefulness, impact direction and implications of bear market predictors when building their market-timing strategies in China and Taiwan stock markets. The government institutions may also thereby make appropriate policies to prevent huge stock market downturns and serious drawbacks.Originality/valueIt highlights the “fund-driven market hypothesis” and “foreign currency reserve effects” that commonly dominate Taiwan and China stock markets since both are highly affected by international funds.
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